Jajcay Nikola

Publikace ASEP

RIV ID 4313453               

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Nalezeno záznamů: 12

0477035 - UIVT-O 2018 RIV US eng J - Článek v odborném periodiku
Coufal, David - Jakubík, J. - Jajcay, Nikola - Hlinka, Jaroslav - Krakovská, A. - Paluš, Milan
Detection of Coupling Delay: A Problem not yet Solved.
Chaos. Roč. 27, č. 8 (2017), č. článku 083109. ISSN 1054-1500
Grant CEP: GA MZd(CZ) NV15-33250A
bilateral cooperation of the Czech and Slovak Academies of Sciences(CZ-SK) SAV-15-18; Slovak Grant Agency(SK) 2/0011/16; Slovak Development Agency(SK) APVV-15-0295
Bilaterální spolupráce
Institucionální podpora: RVO:67985807
Klíčová slova: coupling delay * conditional mutual information * transfer entropy * convergent cross-mapping * synchronization * causality
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 2.415, rok: 2017
Paluš, Milan
Trvalý odkaz: http://hdl.handle.net/11104/0273430

Citace, recenze

Citace:
ROSINBERG, M.L. - TARJUS, G. - MUNAKATA, T. Influence of time delay on information exchanges between coupled linear stochastic systems. PHYSICAL REVIEW E. ISSN 2470-0045, SEP 24 2018, vol. 98, no. 3.
HAAGA, K.A. - BRENDRYEN, J. - DIEGO, D. - HANNISDAL, B. Forcing of late Pleistocene ice volume by spatially variable summer energy. SCIENTIFIC REPORTS. ISSN 2045-2322, AUG 1 2018, vol. 8.
AMIGO, J.M. - HIRATA, Y. Detecting directional couplings from multivariate flows by the joint distance distribution. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7.
ROY, S. - JANTZEN, B. Detecting causality using symmetry transformations. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7.
HANNISDAL, B. - LIOW, L.H. Causality from palaeontological time series. PALAEONTOLOGY. ISSN 0031-0239, JUL 2018, vol. 61, no. 4, p. 495-509.

0427661 - UIVT-O 2015 RIV DE eng J - Článek v odborném periodiku
Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Vejmelka, Martin - Donner, R. - Marwan, N. - Kurths, J. - Paluš, Milan
Regional and Inter-Regional Effects in Evolving Climate Networks.
Nonlinear Processes in Geophysics. Roč. 21, č. 2 (2014), s. 451-462. ISSN 1023-5809
Grant CEP: GA ČR GCP103/11/J068
Institucionální podpora: RVO:67985807
Klíčová slova: climate networks * evolving networks * principal component analysis * network connectivity * El Nino
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
Impakt faktor: 0.987, rok: 2014
Hlinka, Jaroslav
Trvalý odkaz: http://hdl.handle.net/11104/0233149

Citace, recenze

Citace:
SUTEANU, C. Pattern Variability in Arctic Air Temperature Records. SURVEYS IN GEOPHYSICS. ISSN 0169-3298, SEP 2014, vol. 35, no. 5, p. 1215-1242.
HEREIN, M. - DROTOS, G. - HASZPRA, T. - MARFY, J. - TEL, T. The theory of parallel climate realizations as a new framework for teleconnection analysis. SCIENTIFIC REPORTS. ISSN 2045-2322, MAR 23 2017, vol. 7.
WEIMER, M. - MIERUCH, S. - SCHADLER, G. - KOTTMEIER, C. A new estimator of heat periods for decadal climate predictions - a complex network approach. NONLINEAR PROCESSES IN GEOPHYSICS. ISSN 1023-5809, AUG 24 2016, vol. 23, no. 4, p. 307-317.
MIKSOVSKY, J. - HOLTANOVA, E. - PISOFT, P. Imprints of climate forcings in global gridded temperature data. EARTH SYSTEM DYNAMICS. ISSN 2190-4979, 2016, vol. 7, no. 1, p. 231-249.
SMIRNOV, D.A. - MOKHOV, I.I. Relating Granger causality to long-term causal effects. PHYSICAL REVIEW E. ISSN 2470-0045, OCT 16 2015, vol. 92, no. 4.
MCGUIRE, M.P. - NGUYEN, N.P. Community Structure Analysis in Big Climate Data. 2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). 2014.

0473721 - UIVT-O 2018 RIV US eng J - Článek v odborném periodiku
Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Tomeček, David - Tintěra, J. - Paluš, Milan
Small-world Bias of Correlation Networks: From Brain to Climate.
Chaos. Roč. 27, č. 3 (2017), č. článku 035812. ISSN 1054-1500
Grant CEP: GA ČR GA13-23940S
GA MŠk(CZ) LO1611
Institucionální podpora: RVO:67985807
Klíčová slova: statistical properties * networks * brain * time series analysis * computer modeling
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 2.415, rok: 2017
Hlinka, Jaroslav
Trvalý odkaz: http://hdl.handle.net/11104/0270867

Citace, recenze

Citace:
DONNER, R.V. - HERNANDEZ-GARCIA, E. - SER-GIACOMI, E. Introduction to Focus Issue: Complex network perspectives on flow systems. CHAOS. ISSN 1054-1500, MAR 2017, vol. 27, no. 3.
KAMINSKI, M. - BLINOWSKA, K.J. Is Graph Theoretical Analysis a Useful Tool for Quantification of Connectivity Obtained by Means of EEG/MEG Techniques?. FRONTIERS IN NEURAL CIRCUITS. ISSN 1662-5110, SEP 26 2018, vol. 12.
ZANIN, M. - BELKOURA, S. - GOMEZ, J. - ALFARO, C. - CANO, J. Topological structures are consistently overestimated in functional complex networks. SCIENTIFIC REPORTS. ISSN 2045-2322, AUG 10 2018, vol. 8.
MARTENSSON, G. - PEREIRA, J.B. - MECOCCI, P. - VELLAS, B. - TSOLAKI, M. - KLOSZEWSKA, I. - SOININEN, H. - LOVESTONE, S. - SIMMONS, A. - VOLPE, G. - WESTMAN, E. Stability of graph theoretical measures in structural brain networks in Alzheimer's disease. SCIENTIFIC REPORTS. ISSN 2045-2322, AUG 2 2018, vol. 8.
SANZ-GARCIA, A. - RINGS, T. - LEHNERTZ, K. Impact of type of intracranial EEG sensors on link strengths of evolving functional brain networks. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, JUL 2018, vol. 39, no. 7.

0473720 - UIVT-O 2018 RIV US eng J - Článek v odborném periodiku
Hlinka, Jaroslav - Jajcay, Nikola - Hartman, David - Paluš, Milan
Smooth Information Flow in Temperature Climate Network Reflects Mass Transport.
Chaos. Roč. 27, č. 3 (2017), č. článku 035811. ISSN 1054-1500
Grant CEP: GA ČR GCP103/11/J068; GA MŠk LH14001
Institucionální podpora: RVO:67985807
Klíčová slova: directed network * causal network * Granger causality * climate network * information flow * temperature network
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 2.415, rok: 2017
Trvalý odkaz: http://hdl.handle.net/11104/0270866

Citace, recenze

Citace:
DONNER, R.V. - HERNANDEZ-GARCIA, E. - SER-GIACOMI, E. Introduction to Focus Issue: Complex network perspectives on flow systems. CHAOS. ISSN 1054-1500, MAR 2017, vol. 27, no. 3.
TIRABASSI, G. - SOMMERLADE, L. - MASOLLER, C. Inferring directed climatic interactions with renormalized partial directed coherence and directed partial correlation. CHAOS. ISSN 1054-1500, MAR 2017, vol. 27, no. 3.
HENRIKSSON, S.V. Interannual oscillations and sudden shifts in observed and modeled climate. ATMOSPHERIC SCIENCE LETTERS. ISSN 1530-261X, OCT 2018, vol. 19, no. 10.

0471556 - UIVT-O 2017 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Jajcay, Nikola - Paluš, Milan
Information Transfer Across Temporal Scales in Atmospheric Dynamics.
CI 2016. Proceedings of the 6th International Workshop on Climate Informatics. Boulder: National Center for Atmospheric Research, 2016 - (Banerjee, A.; Ding, W.; Dy, J.; Lyubchich, V.; Rhines, A.), s. 113-116. NCAR Technical Notes, NCAR/TN-529+PROC. ISBN 978-0-9973548-1-2.
[CI 2016. International Workshop on Climate Informatics /6./. Boulder (US), 22.09.2016-23.09.2016]
Grant CEP: GA MŠk LH14001
Institucionální podpora: RVO:67985807
Klíčová slova: information transfer * causality * temporal scales * cross-scale interaction * mutual information
Kód oboru RIV: DG - Vědy o atmosféře, meteorologie
Jajcay, Nikola
Trvalý odkaz: http://hdl.handle.net/11104/0268930

0462914 - UIVT-O 2017 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
Jajcay, Nikola - Paluš, Milan
Statistical Modelling in Climate Science.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 102-109. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institucionální podpora: RVO:67985807
Klíčová slova: statistical modelling * inverse models * ENSO * climate modelling * ENSO modelling
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://ceur-ws.org/Vol-1649/102.pdf
Trvalý odkaz: http://hdl.handle.net/11104/0262261

0499543 - UIVT-O 2019 RIV GB eng J - Článek v odborném periodiku
Jajcay, Nikola - Kravtsov, S. - Sugihara, G. - Tsonis, A.A. - Paluš, Milan
Synchronization and causality across time scales in El Niño Southern Oscillation.
npj Climate and Atmospheric Science. Roč. 1, 12 November (2018), č. článku 33. E-ISSN 2397-3722
Grant CEP: GA MŠk LH14001
Institucionální podpora: RVO:67985807
Klíčová slova: casual discovery * El Niño/Southern Oscillation * climate * climate models * synchronization
Kód oboru RIV: DG - Vědy o atmosféře, meteorologie
Obor OECD: Climatic research
Paluš, Milan
Trvalý odkaz: http://hdl.handle.net/11104/0291739

0473744 - UIVT-O 2018 RIV CZ slo J - Článek v odborném periodiku
Jajcay, Nikola - Paluš, Milan
Štatistické modelovanie javu El Nino - Južná oscilácia v klimatológii.
[Statistical Modelling of El Nino - Southern Oscillation in Climatology.]
Pokroky matematiky, fyziky & astronomie. Roč. 62, č. 1 (2017), s. 52-70. ISSN 0032-2423
Grant CEP: GA MŠk LH14001
Institucionální podpora: RVO:67985807
Klíčová slova: statistical model * empirical model * modelling * ENSO * stochastic model * cross-scale interactions
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
Obor OECD: Statistics and probability
http://hdl.handle.net/10338.dmlcz/146723
Trvalý odkaz: http://hdl.handle.net/11104/0270886

0456196 - UIVT-O 2016 RIV US eng J - Článek v odborném periodiku
Jajcay, Nikola - Hlinka, Jaroslav - Kravtsov, S. - Tsonis, A.A. - Paluš, Milan
Time Scales of the European Surface Air Temperature Variability: The Role of the 7-8 Year Cycle.
Geophysical Research Letters. Roč. 43, č. 2 (2016), s. 902-909. ISSN 0094-8276
Grant CEP: GA MŠk LH14001
Institucionální podpora: RVO:67985807
Klíčová slova: 7-8 year cycle * air temperature variability * annual cycle amplitude * cross-scale interactions * seasonality * time scales
Kód oboru RIV: DG - Vědy o atmosféře, meteorologie
Obor OECD: Meteorology and atmospheric sciences
Impakt faktor: 4.253, rok: 2016
Paluš, Milan
Trvalý odkaz: http://hdl.handle.net/11104/0256765

Citace, recenze

Citace:
WANG, G.L. - YANG, P.C. - ZHOU, X.J. Identification of the driving forces of climate change using the longest instrumental temperature record. SCIENTIFIC REPORTS. ISSN 2045-2322, APR 7 2017, vol. 7.
GROTH, A. - FELIKS, Y. - KONDRASHOV, D. - GHIL, M. Interannual Variability in the North Atlantic Ocean's Temperature Field and Its Association with the Wind Stress Forcing. JOURNAL OF CLIMATE. ISSN 0894-8755, APR 2017, vol. 30, no. 7, p. 2655-2678.
CIONCO, R.G. - SOON, W.W.H. Short-term orbital forcing: A quasi-review and a reappraisal of realistic boundary conditions for climate modeling. EARTH-SCIENCE REVIEWS. ISSN 0012-8252, MAR 2017, vol. 166, p. 206-222.
VANNITSEM, S. - GHIL, M. Evidence of coupling in ocean-atmosphere dynamics over the North Atlantic. GEOPHYSICAL RESEARCH LETTERS. ISSN 0094-8276, FEB 28 2017, vol. 44, no. 4, p. 2016-2026.
GOWANLOCK, M. - LI, J.D. - RUDE, C.M. - PANKRATIUS, V. Parallel optimization of signal detection in active magnetospheric signal injection experiments. COMPUTERS & GEOSCIENCES. ISSN 0098-3004, MAY 2018, vol. 114, p. 107-116.

0489765 - UIVT-O 2019 RIV US eng J - Článek v odborném periodiku
Krakovská, A. - Jakubík, J. - Chvosteková, M. - Coufal, David - Jajcay, Nikola - Paluš, Milan
Comparison of Six Methods for the Detection of Causality in a Bivariate Time Series.
Physical Review E. Roč. 97, č. 4 (2018), č. článku 042207. ISSN 2470-0045
Grant CEP: GA MZd(CZ) NV15-33250A
Institucionální podpora: RVO:67985807
Klíčová slova: comparative study * causality detection * bivariate models * Granger causality * transfer entropy * convergent cross mappings
Kód oboru RIV: IN - Informatika
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 2.284, rok: 2017
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.97.042207
Krakovská, A.
Trvalý odkaz: http://hdl.handle.net/11104/0284129

0449166 - UIVT-O 2016 RIV GB eng J - Článek v odborném periodiku
Runge, J. - Petoukhov, V. - Donges, J.F. - Hlinka, Jaroslav - Jajcay, Nikola - Vejmelka, Martin - Hartman, David - Marwan, N. - Paluš, Milan - Kurths, J.
Identifying Causal Gateways and Mediators in Complex Spatio-Temporal Systems.
Nature Communications. Roč. 6, 7 October (2015), Article 8502. ISSN 2041-1723
Grant CEP: GA ČR(CZ) GA14-02634S; GA ČR GA13-23940S; GA MZd(CZ) NV15-29835A
GA MŠk(CZ) LL1201; AV ČR + DAAD(CZ-DE) DAAD-15-30
Bilaterální spolupráce
Institucionální podpora: RVO:67985807
Klíčová slova: causality * climate * complex systems * dimension reduction * atmospheric dynamics * networks * dynamical systems
Kód oboru RIV: DG - Vědy o atmosféře, meteorologie
Impakt faktor: 11.329, rok: 2015
Trvalý odkaz: http://hdl.handle.net/11104/0250739

Citace, recenze

Citace:
KOLSTAD, E.W. - BARNES, E.A. - SOBOLOWSKI, S.P. Quantifying the role of land-atmosphere feedbacks in mediating near-surface temperature persistence. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY. ISSN 0035-9009, APR 2017, vol. 143, no. 704, A, p. 1620-1631.
TIRABASSI, G. - SOMMERLADE, L. - MASOLLER, C. Inferring directed climatic interactions with renormalized partial directed coherence and directed partial correlation. CHAOS. ISSN 1054-1500, MAR 2017, vol. 27, no. 3.
STRAMAGLIA, S. - ANGELINI, L. - WU, G.R. - CORTES, J.M. - FAES, L. - MARINAZZO, D. Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, DEC 2016, vol. 63, no. 12, p. 2518-2524.
KOUTLIS, C. - KUGIUMTZIS, D. Discrimination of coupling structures using causality networks from multivariate time series. CHAOS. ISSN 1054-1500, SEP 2016, vol. 26, no. 9.
TIRABASSI, G. - MASOLLER, C. Unravelling the community structure of the climate system by using lags and symbolic time-series analysis. SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 11 2016, vol. 6.
WANG, Y. - GOZOLCHIANI, A. - ASHKENAZY, Y. - HAVLIN, S. Oceanic El-Nino wave dynamics and climate networks. NEW JOURNAL OF PHYSICS. ISSN 1367-2630, MAR 11 2016, vol. 18.
TRAN, H.M. - BUKKAPATNAM, S.T.S. Inferring sparse networks for noisy transient processes. SCIENTIFIC REPORTS. ISSN 2045-2322, FEB 26 2016, vol. 6.
PEREZ-SUAY, A. - CAMPS-VALLS, G. CAUSAL INFERENCE IN GEOSCIENCES WITH KERNEL SENSITIVITY MAPS. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS). ISSN 2153-6996, 2017, p. 763-766.
PEREZ-SUAY, A. - CAMPS-VALLS, G. Causal Inference in Geoscience and Remote Sensing From Observational Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. ISSN 0196-2892, MAR 2019, vol. 57, no. 3, p. 1502-1513.
REICHSTEIN, M. - CAMPS-VALLS, G. - STEVENS, B. - JUNG, M. - DENZLER, J. - CARVALHAIS, N. - PRABHAT. Deep learning and process understanding for data-driven Earth system science. NATURE. ISSN 0028-0836, FEB 14 2019, vol. 566, no. 7743, p. 195-204.
FAN, J.F. - MENG, J. - SABERI, A.A. Percolation framework of the Earth's topography. PHYSICAL REVIEW E. ISSN 2470-0045, FEB 5 2019, vol. 99, no. 2.
DORI, N. - PIEDRAHITA, P. - LOUZOUN, Y. Two stage approach to functional network reconstruction for binary time-series. EUROPEAN PHYSICAL JOURNAL B. ISSN 1434-6028, FEB 2019, vol. 92, no. 2.
EYRING, V. - COX, P.M. - FLATO, G.M. - GLECKLER, P.J. - ABRAMOWITZ, G. - CALDWELL, P. - COLLINS, W.D. - GIER, B.K. - HALL, A.D. - HOFFMAN, F.M. - HURTT, G.C. - JAHN, A. - JONES, C.D. - KLEIN, S.A. - KRASTING, J.P. - KWIATKOWSKI, L. - LORENZ, R. - MALONEY, E. - MEEHL, G.A. - PENDERGRASS, A.G. - PINCUS, R. - RUANE, A.C. - RUSSELL, J.L. - SANDERSON, B.M. - SANTER, B.D. - SHERWOOD, S.C. - SIMPSON, I.R. - STOUFFER, R.J. - WILLIAMSON, M.S. Taking climate model evaluation to the next level. NATURE CLIMATE CHANGE. ISSN 1758-678X, FEB 2019, vol. 9, no. 2, p. 102-110.
STEPHAN, C.C. - KLINGAMAN, N.P. - TURNER, A.G. A Mechanism for the Recently Increased Interdecadal Variability of the Silk Road Pattern. JOURNAL OF CLIMATE. ISSN 0894-8755, FEB 2019, vol. 32, no. 3, p. 717-736.
JIANG, P.S. - KUMAR, P. Information transfer from causal history in complex system dynamics. PHYSICAL REVIEW E. ISSN 2470-0045, JAN 3 2019, vol. 99, no. 1.
BOVET, A. - MAKSE, H.A. Influence of fake news in Twitter during the 2016 US presidential election. NATURE COMMUNICATIONS. ISSN 2041-1723, JAN 2 2019, vol. 10.
LI, S. - WANG, M.Y. - BOND, N.A. - HUANG, W.Y. - WANG, Y. - XU, S.M. - LIU, J.P. - WANG, B. - BAI, Y.Q. Precursors of September Arctic Sea-Ice Extent Based on Causal Effect Networks. ATMOSPHERE. ISSN 2073-4433, NOV 2018, vol. 9, no. 11.
NOWACK, P. - BRAESICKE, P. - HAIGH, J. - ABRAHAM, N.L. - PYLE, J. - VOULGARAKIS, A. Using machine learning to build temperature-based ozone parameterizations for climate sensitivity simulations. ENVIRONMENTAL RESEARCH LETTERS. ISSN 1748-9326, OCT 2018, vol. 13, no. 10.
COUMOU, D. - DI CAPUA, G. - VAVRUS, S. - WANG, L. - WANG, S. The influence of Arctic amplification on mid-latitude summer circulation. NATURE COMMUNICATIONS. ISSN 2041-1723, AUG 20 2018, vol. 9.
BASIRI, F. - CASADIEGO, J. - TIMME, M. - WITTHAUT, D. Inferring power-grid topology in the face of uncertainties. PHYSICAL REVIEW E. ISSN 2470-0045, JUL 12 2018, vol. 98, no. 1.
SMIRNOV, D.A. Transient and equilibrium causal effects in coupled oscillators. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7.
ZHANG, Y.W. - CHEN, D. - FAN, J.F. - HAVLIN, S. - CHEN, X.S. Correlation and scaling behaviors of fine particulate matter (PM2.5) concentration in China. EPL. ISSN 0295-5075, JUN 2018, vol. 122, no. 5.
FINKLE, J.D. - WU, J.J. - BAGHERI, N. Windowed Granger causal inference strategy improves discovery of gene regulatory networks. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. ISSN 0027-8424, FEB 27 2018, vol. 115, no. 9, p. 2252-2257.
SUN, A.Y. - XIA, Y.L. - CALDWELL, T.G. - HAO, Z.C. Patterns of precipitation and soil moisture extremes in Texas, US: A complex network analysis. ADVANCES IN WATER RESOURCES. ISSN 0309-1708, FEB 2018, vol. 112, p. 203-213.
SALOTTI, J. - FENET, S. - BILLOT, R. - EL FAOUZI, N.E. - SOLNON, C. Comparison of traffic forecasting methods in urban and suburban context. 2018 IEEE 30TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI). ISSN 1082-3409, 2018, p. 846-853.
BITON, Y. - RABINOVITCH, A. - BRAUNSTEIN, D. - AVIRAM, I. - CAMPBELL, K. - MIRONOV, S. - HERRON, T. - JALIFE, J. - BERENFELD, O. Causality analysis of leading singular value decomposition modes identifies rotor as the dominant driving normal mode in fibrillation. CHAOS. ISSN 1054-1500, JAN 2018, vol. 28, no. 1.
KONAPALA, G. - MISHRA, A. Review of complex networks application in hydroclimatic extremes with an implementation to characterize spatio-temporal drought propagation in continental USA. JOURNAL OF HYDROLOGY. ISSN 0022-1694, DEC 2017, vol. 555, p. 600-620.
LAW, E.A. - FERRARO, P.J. - ARCESE, P. - BRYAN, B.A. - DAVIS, K. - GORDON, A. - HOLDEN, M.H. - IACONA, G. - MARTINEZ, R.M. - MCALPINE, C.A. - RHODES, J.R. - SZE, J.S. - WILSON, K.A. Projecting the performance of conservation interventions. BIOLOGICAL CONSERVATION. ISSN 0006-3207, NOV 2017, vol. 215, p. 142-151.
YANG, G.X. - WANG, L. - WANG, X.F. Inferring time-delayed dynamic networks with nonlinearity and nonuniform lags. EPL. ISSN 0295-5075, JUL 2017, vol. 119, no. 2.
WILLIAMS-GARCIA, R.V. - BEGGS, J.M. - ORTIZ, G. Unveiling causal activity of complex networks. EPL. ISSN 0295-5075, JUL 2017, vol. 119, no. 1.

0435055 - UIVT-O 2015 RIV US eng J - Článek v odborném periodiku
Vejmelka, Martin - Pokorná, Lucie - Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Paluš, Milan
Non-Random Correlation Structures and Dimensionality Reduction in Multivariate Climate Data.
Climate Dynamics. Roč. 44, 9-10 (2015), s. 2663-2682. ISSN 0930-7575
Grant CEP: GA ČR GCP103/11/J068; GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: climate dynamics * sea level pressure * surface air temperature * principal component analysis * Varimax Complex networks * modes of variability
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
Impakt faktor: 4.708, rok: 2015
Vejmelka, Martin
Trvalý odkaz: http://hdl.handle.net/11104/0239434

Citace, recenze

Citace:
GAVRILOV, A. - MUKHIN, D. - LOSKUTOV, E. - VOLODIN, E. - FEIGIN, A. - KURTHS, J. Method for reconstructing nonlinear modes with adaptive structure from multidimensional data. CHAOS. ISSN 1054-1500, DEC 2016, vol. 26, no. 12.
TIRABASSI, G. - MASOLLER, C. Unravelling the community structure of the climate system by using lags and symbolic time-series analysis. SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 11 2016, vol. 6.
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